Period
to 19 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for RESTful skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RESTful over the 6 months to 19 January 2018 with a comparison to the same period in the previous 2 years.

RESTful
England > North West
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 55 84 93
Rank change year-on-year +29 +9 +65
Permanent jobs citing RESTful 679 417 363
As % of all permanent IT jobs advertised in the North West 5.34% 3.38% 3.00%
As % of the Libraries, Frameworks & Software Standards category 12.07% 7.94% 7.77%
Number of salaries quoted 590 405 340
North West median annual salary £42,500 £40,000 £45,000
Median salary % change year-on-year +6.25% -11.11% +12.50%
10th Percentile £27,500 £27,500 £32,500
90th Percentile £67,500 £60,750 £62,500
England median annual salary £50,000 £50,000 £50,000

RESTful is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5,625 5,253 4,669
As % of all permanent IT jobs advertised in the North West 44.24% 42.60% 38.54%
Number of salaries quoted 4,666 4,602 4,059
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £26,250 £25,000
90th Percentile £62,500 £60,000 £56,250
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

RESTful
Job Vacancy Trend in the North West

Job postings citing RESTful as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for RESTful in the North West

RESTful
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing RESTful in the North West.

Salary trend for RESTful in the North West

RESTful
Salary Histogram in the North West

The salary distribution of IT jobs citing RESTful in the North West over the 6 months to 19 January 2018.

Salary histogram for RESTful in the North West

RESTful
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RESTful within the North West region over the 6 months to 19 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +28 429 £42,500 -5.56% 63
Cheshire +51 177 £50,000 +25.00% 18
Lancashire +17 41 £35,000 -6.67% 8
Merseyside +7 30 £40,000 - 8
RESTful
England

For the 6 months to 19 January 2018, IT jobs citing RESTful also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for RESTful.

1 556 (81.89%) Agile Software Development
2 419 (61.71%) TDD
3 418 (61.56%) C#
4 411 (60.53%) .NET
4 411 (60.53%) MVC
5 347 (51.10%) ASP.NET
6 332 (48.90%) SQL Server
7 321 (47.28%) BDD
8 314 (46.24%) ASP.NET MVC
9 310 (45.66%) ASP.NET Web API
10 298 (43.89%) Web Application Development
11 247 (36.38%) Ruby
12 243 (35.79%) Node.js
12 243 (35.79%) ASP.NET MVC 5
13 231 (34.02%) WCF
14 227 (33.43%) OO
15 225 (33.14%) JavaScript
16 219 (32.25%) Web Services
17 213 (31.37%) Scrum
18 211 (31.08%) AngularJS
19 199 (29.31%) Git (software)
20 197 (29.01%) NoSQL
21 182 (26.80%) Java
22 160 (23.56%) HTML
23 156 (22.97%) Continuous Integration
24 155 (22.83%) SQL Server 2016
25 141 (20.77%) CSS
26 140 (20.62%) Twitter Bootstrap
27 139 (20.47%) KnockoutJS
28 138 (20.32%) Entity Framework

RESTful
Co-occurring IT Skills in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 78 (11.49%) Elasticsearch
2 51 (7.51%) Apache
3 21 (3.09%) Tomcat
4 17 (2.50%) nginx
5 15 (2.21%) JBoss
6 14 (2.06%) WebLogic
7 13 (1.91%) Jetty
7 13 (1.91%) Mule
7 13 (1.91%) WebSphere
8 9 (1.33%) CMS
9 6 (0.88%) Apache Spark
10 5 (0.74%) Confluence
11 3 (0.44%) Adobe Experience Manager
11 3 (0.44%) Drupal
12 2 (0.29%) Kentico
12 2 (0.29%) Sitecore CMS
12 2 (0.29%) Sitefinity
12 2 (0.29%) Umbraco
13 1 (0.15%) WordPress
Applications
1 1 (0.15%) Microsoft Office
Business Applications
1 10 (1.47%) Dynamics AX
2 4 (0.59%) Magento
3 1 (0.15%) NetSuite
3 1 (0.15%) Shopify
Cloud Services
1 115 (16.94%) Amazon AWS
2 99 (14.58%) Microsoft Azure
3 20 (2.95%) Amazon ElastiCache
4 14 (2.06%) npm
5 12 (1.77%) Cloud Computing
5 12 (1.77%) SaaS
6 6 (0.88%) GitHub
7 3 (0.44%) Google Cloud Platform
7 3 (0.44%) Serverless
8 2 (0.29%) Amazon EC2
8 2 (0.29%) IaaS
8 2 (0.29%) PaaS
8 2 (0.29%) Route 53
8 2 (0.29%) Yarn
9 1 (0.15%) Amazon ELB
9 1 (0.15%) Amazon Kinesis
9 1 (0.15%) Amazon S3
9 1 (0.15%) AWS Elastic Beanstalk
9 1 (0.15%) Heroku
9 1 (0.15%) OpenShift
Communications & Networking
1 32 (4.71%) HTTP
2 17 (2.50%) SSL
3 12 (1.77%) Internet
4 9 (1.33%) Intranet
5 1 (0.15%) Broadband
5 1 (0.15%) Skype
5 1 (0.15%) WAN
5 1 (0.15%) Wireless
Database & Business Intelligence
1 332 (48.90%) SQL Server
2 197 (29.01%) NoSQL
3 155 (22.83%) SQL Server 2016
4 124 (18.26%) SQL Server 2014
5 92 (13.55%) MongoDB
6 88 (12.96%) MySQL
7 22 (3.24%) Redis
8 19 (2.80%) Data Warehouse
9 11 (1.62%) GIS
9 11 (1.62%) Spatial Data
10 9 (1.33%) Relational Database
11 7 (1.03%) Big Data
12 6 (0.88%) VLDB
13 5 (0.74%) Oracle Database
14 4 (0.59%) Apache Cassandra
15 3 (0.44%) MariaDB
15 3 (0.44%) RDBMS
16 2 (0.29%) Crystal Reports
16 2 (0.29%) DB2
16 2 (0.29%) PostgreSQL
Development Applications
1 199 (29.31%) Git (software)
2 81 (11.93%) TeamCity
3 47 (6.92%) Jenkins
4 40 (5.89%) NUnit
5 39 (5.74%) MSTest
6 26 (3.83%) Maven
7 23 (3.39%) JIRA
8 22 (3.24%) Xcode
9 19 (2.80%) Selenium
9 19 (2.80%) Subversion
10 13 (1.91%) Hudson
10 13 (1.91%) SoapUI
11 10 (1.47%) JUnit
11 10 (1.47%) Team Foundation Server
11 10 (1.47%) Vagrant
12 9 (1.33%) Gradle
12 9 (1.33%) webpack
13 7 (1.03%) Eclipse
13 7 (1.03%) git-flow
13 7 (1.03%) Mocha
General
1 76 (11.19%) Advertising
2 63 (9.28%) Games
3 62 (9.13%) Finance
4 41 (6.04%) Retail
5 38 (5.60%) Marketing
6 23 (3.39%) Music Industry
7 18 (2.65%) Banking
8 9 (1.33%) Automotive
9 8 (1.18%) Telecoms
10 4 (0.59%) French Language
10 4 (0.59%) German Language
10 4 (0.59%) Japanese Language
10 4 (0.59%) Retail Banking
11 2 (0.29%) Law
11 2 (0.29%) Legal
12 1 (0.15%) Manufacturing
Job Titles
1 542 (79.82%) Developer
2 346 (50.96%) .NET Developer
3 98 (14.43%) Senior Developer
4 70 (10.31%) Java Developer
5 65 (9.57%) C# Developer
6 59 (8.69%) .NET Software Developer
7 54 (7.95%) C# .NET Developer
8 53 (7.81%) Software Engineer
9 52 (7.66%) Software Developer
10 45 (6.63%) Junior
11 44 (6.48%) Junior Developer
12 35 (5.15%) ASP.NET Developer
12 35 (5.15%) C# ASP.NET Developer
12 35 (5.15%) Graduate
12 35 (5.15%) Graduate .NET Developer
12 35 (5.15%) Graduate Developer
12 35 (5.15%) Junior .NET Developer
13 33 (4.86%) ASP.NET MVC Developer
13 33 (4.86%) PHP Developer
14 32 (4.71%) Messaging Developer
Libraries, Frameworks & Software Standards
1 411 (60.53%) .NET
2 347 (51.10%) ASP.NET
3 314 (46.24%) ASP.NET MVC
4 310 (45.66%) ASP.NET Web API
5 243 (35.79%) ASP.NET MVC 5
5 243 (35.79%) Node.js
6 231 (34.02%) WCF
7 219 (32.25%) Web Services
8 211 (31.08%) AngularJS
9 160 (23.56%) HTML
10 141 (20.77%) CSS
11 140 (20.62%) Twitter Bootstrap
12 139 (20.47%) KnockoutJS
13 138 (20.32%) .NET Framework
13 138 (20.32%) Entity Framework
14 123 (18.11%) SOAP
15 107 (15.76%) WPF
16 97 (14.29%) XML
17 93 (13.70%) Code First Entity Framework
18 87 (12.81%) JSON
Miscellaneous
1 82 (12.08%) Computer Science
2 46 (6.77%) Enterprise Software
2 46 (6.77%) Greenfield Project
3 38 (5.60%) User Experience
4 30 (4.42%) Mobile App
5 25 (3.68%) Social Network
6 10 (1.47%) Fintech
7 8 (1.18%) iPad
7 8 (1.18%) Tandem
8 7 (1.03%) Analytical Skills
9 6 (0.88%) Digital TV
9 6 (0.88%) Xbox
10 5 (0.74%) Foreign Exchange (FX)
11 4 (0.59%) Blog
11 4 (0.59%) Digital Media
11 4 (0.59%) Management Information System
11 4 (0.59%) N-Tier
12 3 (0.44%) Algorithms
12 3 (0.44%) Data Structures
12 3 (0.44%) iPhone
Operating Systems
1 42 (6.19%) Linux
2 29 (4.27%) Apple iOS
3 16 (2.36%) Android
4 13 (1.91%) Windows
5 8 (1.18%) Unix
6 5 (0.74%) Windows Server
7 1 (0.15%) Debian
Processes & Methodologies
1 556 (81.89%) Agile Software Development
2 419 (61.71%) TDD
3 411 (60.53%) MVC
4 321 (47.28%) BDD
5 298 (43.89%) Web Application Development
6 227 (33.43%) OO
7 213 (31.37%) Scrum
8 156 (22.97%) Continuous Integration
9 120 (17.67%) Dependency Injection
10 110 (16.20%) Software Engineering
11 99 (14.58%) Web Development
12 92 (13.55%) Kanban
13 88 (12.96%) DevOps
14 75 (11.05%) E-Commerce
15 71 (10.46%) Multithreading
16 70 (10.31%) Mentoring
17 63 (9.28%) SDLC
18 57 (8.39%) OOP
19 52 (7.66%) Unit Testing
20 50 (7.36%) Use Case
Programming Languages
1 418 (61.56%) C#
2 247 (36.38%) Ruby
3 225 (33.14%) JavaScript
4 182 (26.80%) Java
5 134 (19.73%) SQL
6 87 (12.81%) PHP
7 85 (12.52%) T-SQL
8 67 (9.87%) F#
9 59 (8.69%) C++
10 41 (6.04%) Python
11 39 (5.74%) PL/SQL
12 23 (3.39%) Go
13 21 (3.09%) Objective-C
14 20 (2.95%) Apple Swift
15 14 (2.06%) C
16 11 (1.62%) Bash Shell
16 11 (1.62%) VB.NET
17 10 (1.47%) VB
18 9 (1.33%) ES6
18 9 (1.33%) PowerShell
Qualifications
1 60 (8.84%) Degree
2 45 (6.63%) Computer Science Degree
3 13 (1.91%) Master's Degree
Quality Assurance & Compliance
1 48 (7.07%) QA
2 10 (1.47%) Web Application Security Consortium
3 3 (0.44%) GCP
4 2 (0.29%) WAI
System Software
1 24 (3.53%) Docker
2 2 (0.29%) Active Directory
3 1 (0.15%) Varnish
Systems Management
1 68 (10.01%) Kibana
2 32 (4.71%) Business Desktop Deployment
2 32 (4.71%) WSUS
3 8 (1.18%) Opscode Chef
3 8 (1.18%) Puppet
4 1 (0.15%) Packer
Vendors
1 113 (16.64%) Microsoft
2 54 (7.95%) Google
3 49 (7.22%) Facebook
4 42 (6.19%) Oracle
5 8 (1.18%) Xamarin
6 7 (1.03%) Twitter
7 6 (0.88%) Apigee
8 3 (0.44%) Adobe
8 3 (0.44%) Apple
8 3 (0.44%) Sybase
8 3 (0.44%) Zend
9 2 (0.29%) Capita
9 2 (0.29%) HP
9 2 (0.29%) Sitecore
9 2 (0.29%) Teradata
9 2 (0.29%) WorldPay
10 1 (0.15%) Atlassian
10 1 (0.15%) Demandware
10 1 (0.15%) hybris
10 1 (0.15%) WooCommerce